Li Yutong, Qian Junyan, Deng Xiaoyue, Ma Leyao, Yuan Qizhi, Wang Qian, Tian Zhuang, Zeng Xiaofeng, Yang Xinzhuang, Zhao Jiuliang, Li Mengtao
Department of Rheumatology and Clinical Immunology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, No.1 Shuai Fu Yuan, Wang Fu Jing, Dongcheng District, Beijing, 100730, China.
National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Beijing, China.
Respir Res. 2025 Mar 18;26(1):106. doi: 10.1186/s12931-025-03169-x.
Systemic lupus erythematosus (SLE) is an autoimmune disease that involves multi-organ damage. Pulmonary arterial hypertension (PAH) is one of the life-threatening complications of SLE. The underlying cause of systemic lupus erythematosus-associated pulmonary arterial hypertension has not been fully comprehended. Besides the mechanisms implicated in the development of PAH, such as damage to the endothelial cells, the aberrant activation of the immune system also plays a substantial role in the pathogenesis of SLE-PAH.
In this study, peripheral blood samples from 100 patients with SLE-PAH and 95 patients of SLE without PAH (SLE-nonPAH) were obtained for RNA sequencing and comprehensive transcriptomic analysis. Pathway enrichment analysis was performed based on differentially expressed genes (DEGs) between SLE-PAH and SLE-nonPAH to elucidate the mechanisms potentially driving the development of PAH in SLE patients. Utilizing consensus non-negative matrix factorization (cNMF), we also conducted a detailed analysis to identify distinct subgroups within the SLE-PAH population. Meanwhile, the protein-protein interaction (PPI) analysis was performed and hub genes among the SLE-PAH subgroups were detected. Common transcription factors (TFs) of detected hub genes were also discovered to serve as potential therapeutic targets.
Inflammatory signaling pathways, notably those involving interferon and TNFα, were found to play an important role in the SLE-PAH. Utilizing cNMF method, three unique subgroups of SLE-PAH patients were delineated, each characterized by a distinct level of inflammatory activity. Specifically, the high inflammation subgroup, marked by the activity of Interleukin-6 (IL-6), exhibited a milder form of PAH. In contrast, the subgroup with moderate inflammation displayed the most pronounced PAH symptoms. Further disease enrichment analysis revealed that, beyond the dysregulated inflammatory pathways, patients with the most severe PAH exhibited distinct pathogenic transcriptomic profiles that disrupted vascular smooth muscle homeostasis, a critical component of vascular health. In the most severely affected subgroup, 13 hub genes were identified. Additionally, two transcription factors commonly associated with these genes, KLF1 and GATA1, were discovered, which may serve as potential therapeutic targets.
Our investigation establishes inflammation as a key driver in the development of SLE-PAH. Patients who presented with concurrent dysregulations in inflammatory responses along with PAH-specific pathogenic markers exhibited a marked increase in the severity of their PAH. The insights gleaned from our transcriptomic analysis reveal the intricate interplay between inflammatory mechanisms and the molecular substrates of PAH. This nuanced understanding paves the way for more targeted and effective therapeutic approaches for SLE-PAH.
系统性红斑狼疮(SLE)是一种涉及多器官损害的自身免疫性疾病。肺动脉高压(PAH)是SLE危及生命的并发症之一。系统性红斑狼疮相关肺动脉高压的潜在病因尚未完全明了。除了与PAH发生相关的机制,如内皮细胞损伤外,免疫系统的异常激活在SLE-PAH的发病机制中也起着重要作用。
在本研究中,获取了100例SLE-PAH患者和95例无PAH的SLE患者(SLE-nonPAH)的外周血样本,进行RNA测序和全面的转录组分析。基于SLE-PAH和SLE-nonPAH之间的差异表达基因(DEG)进行通路富集分析,以阐明可能驱动SLE患者发生PAH的机制。利用一致性非负矩阵分解(cNMF),我们还进行了详细分析,以识别SLE-PAH人群中的不同亚组。同时,进行了蛋白质-蛋白质相互作用(PPI)分析,并检测了SLE-PAH亚组中的枢纽基因。还发现了检测到的枢纽基因的共同转录因子(TF)作为潜在的治疗靶点。
发现炎症信号通路,特别是那些涉及干扰素和TNFα的通路,在SLE-PAH中起重要作用。利用cNMF方法,划分出SLE-PAH患者的三个独特亚组,每个亚组具有不同程度的炎症活动。具体而言,以白细胞介素-6(IL-6)活性为特征的高炎症亚组表现出较轻形式的PAH。相比之下,中度炎症亚组表现出最明显的PAH症状。进一步的疾病富集分析表明,除了炎症通路失调外,PAH最严重的患者表现出独特的致病转录组特征,破坏了血管平滑肌稳态,而血管平滑肌稳态是血管健康的关键组成部分。在受影响最严重的亚组中,鉴定出13个枢纽基因。此外,还发现了与这些基因共同相关的两个转录因子KLF1和GATA1,它们可能作为潜在的治疗靶点。
我们的研究确定炎症是SLE-PAH发生的关键驱动因素。同时出现炎症反应失调以及PAH特异性致病标志物的患者,其PAH严重程度显著增加。我们从转录组分析中获得的见解揭示了炎症机制与PAH分子底物之间的复杂相互作用。这种细致入微的理解为SLE-PAH更具针对性和有效性的治疗方法铺平了道路。